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Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types.
De Angeli K, Gao S, Danciu I, Durbin EB, Wu XC, Stroup A, Doherty J, Schwartz S, Wiggins C, Damesyn M, Coyle L, Penberthy L, Tourassi GD, Yoon HJ. De Angeli K, et al. Among authors: durbin eb. J Biomed Inform. 2022 Jan;125:103957. doi: 10.1016/j.jbi.2021.103957. Epub 2021 Nov 22. J Biomed Inform. 2022. PMID: 34823030 Free PMC article.
Knowledge Graph-Enabled Cancer Data Analytics.
Hasan SMS, Rivera D, Wu XC, Durbin EB, Christian JB, Tourassi G. Hasan SMS, et al. Among authors: durbin eb. IEEE J Biomed Health Inform. 2020 Jul;24(7):1952-1967. doi: 10.1109/JBHI.2020.2990797. Epub 2020 May 4. IEEE J Biomed Health Inform. 2020. PMID: 32386166 Free PMC article.
Using case-level context to classify cancer pathology reports.
Gao S, Alawad M, Schaefferkoetter N, Penberthy L, Wu XC, Durbin EB, Coyle L, Ramanathan A, Tourassi G. Gao S, et al. Among authors: durbin eb. PLoS One. 2020 May 12;15(5):e0232840. doi: 10.1371/journal.pone.0232840. eCollection 2020. PLoS One. 2020. PMID: 32396579 Free PMC article.
Limitations of Transformers on Clinical Text Classification.
Gao S, Alawad M, Young MT, Gounley J, Schaefferkoetter N, Yoon HJ, Wu XC, Durbin EB, Doherty J, Stroup A, Coyle L, Tourassi G. Gao S, et al. Among authors: durbin eb. IEEE J Biomed Health Inform. 2021 Sep;25(9):3596-3607. doi: 10.1109/JBHI.2021.3062322. Epub 2021 Sep 3. IEEE J Biomed Health Inform. 2021. PMID: 33635801 Free PMC article.
Deep active learning for classifying cancer pathology reports.
De Angeli K, Gao S, Alawad M, Yoon HJ, Schaefferkoetter N, Wu XC, Durbin EB, Doherty J, Stroup A, Coyle L, Penberthy L, Tourassi G. De Angeli K, et al. Among authors: durbin eb. BMC Bioinformatics. 2021 Mar 9;22(1):113. doi: 10.1186/s12859-021-04047-1. BMC Bioinformatics. 2021. PMID: 33750288 Free PMC article.
Cancer Informatics for Cancer Centers: Scientific Drivers for Informatics, Data Science, and Care in Pediatric, Adolescent, and Young Adult Cancer.
Kerlavage AR, Kirchhoff AC, Guidry Auvil JM, Sharpless NE, Davis KL, Reilly K, Reaman G, Penberthy L, Deapen D, Hwang A, Durbin EB, Gallotto SL, Aplenc R, Volchenboum SL, Heath AP, Aronow BJ, Zhang J, Vaske O, Alonzo TA, Nathan PC, Poynter JN, Armstrong G, Hahn EE, Wernli KJ, Greene C, DiGiovanna J, Resnick AC, Shalley ER, Nadaf S, Kibbe WA. Kerlavage AR, et al. Among authors: durbin eb. JCO Clin Cancer Inform. 2021 Aug;5:881-896. doi: 10.1200/CCI.21.00040. JCO Clin Cancer Inform. 2021. PMID: 34428097 Free PMC article.
76 results